Deep Learning on AWS
- Course Code GK7375
- Duration 1 day
Course Delivery
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GTC 10 inc. VAT
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Course Delivery
This course is available in the following formats:
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Company Event
Event at company
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Public Classroom
Traditional Classroom Learning
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Virtual Learning
Learning that is virtual
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Course Overview
Top
Deep Learning on AWS is a one-day course that introduces you to cloud-based Deep Learning (DL) solutions on Amazon Web Services (AWS). The training will detail how deep learning is useful and explain its different concepts. This course also teaches you how to run your models on the cloud using Amazon SageMaker, Amazon Elastic Compute Cloud (Amazon EC2)-based Deep Learning Amazon Machine Image (AMI) and MXNet framework. In addition, you will gain a better understanding of deploying your deep learning models using AWS services like AWS Lambda and Amazon EC2 Container Service (Amazon ECS) while designing intelligent systems on AWS, based on Deep Learning.
Course Schedule
TopTarget Audience
TopThis course is aimed at:
- Developers responsible for developing Deep Learning applications
- Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS
Course Objectives
Top- Define machine learning and deep learning.
- Identify the concepts in a deep learning ecosystem.
- Leverage Amazon SageMaker and MXNet programming framework for deep learning workloads
- Fit AWS solutions for deep learning deployments.
Course Content
TopIntroduction to Machine Learning
Introduction to Deep Learning
- Lab 1: Setting up a Deep Learning AMI instance and running a multi-layer perceptron neural network model
Introduction to MXNet on AWS
- Lab 2: Running a Convolutional Neural Network (CNN) model to predicting images using CIFAR 10 dataset
Deploying Smart Applications on AWS
- Lab 3: Deploying a Deep Learning model for predicting images using AWS Lambda
Course Prerequisites
Top- Basic understanding of machine learning processes
- Basic understanding of AWS core services like Amazon EC2 and knowledge of AWS SDK
- Basic knowledge of a scripting language e.g. Python
- GK7375
- Deep Learning on AWS
- Collaboration
- GK7375 | Deep Learning on AWS | Training Course | Amazon Web Services.
- Amazon Web Services
